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Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 951–960 of 1198 papers

Title	Date	Tasks	Status	Hype
ELASTIC: Improving CNNs with Dynamic Scaling Policies	Dec 13, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0
LNEMLC: Label Network Embeddings for Multi-Label Classification	Dec 7, 2018	ClassificationGeneral Classification	CodeCode Available	0
Learning Interpretable Rules for Multi-label Classification	Nov 30, 2018	ClassificationGeneral Classification	CodeCode Available	0
Multi-label classification search space in the MEKA software	Nov 28, 2018	ClassificationGeneral Classification	CodeCode Available	0
Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet	Nov 27, 2018	Deep LearningDiagnostic	CodeCode Available	0
SeCSeq: Semantic Coding for Sequence-to-Sequence based Extreme Multi-label Classification	Nov 13, 2018	Extreme Multi-Label ClassificationMulti-Label Classification	—Unverified	0
ML-Net: multi-label classification of biomedical texts with deep neural networks	Nov 13, 2018	BenchmarkingClassification	CodeCode Available	0
Adversarial Learning of Label Dependency: A Novel Framework for Multi-class Classification	Nov 12, 2018	ClassificationGeneral Classification	—Unverified	0
Automated Multi-Label Classification based on ML-Plan	Nov 9, 2018	AutoMLBIG-bench Machine Learning	—Unverified	0
Block-wise Partitioning for Extreme Multi-label Classification	Nov 4, 2018	ClassificationExtreme Multi-Label Classification	—Unverified	0

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All datasets CheXpert MS-COCO PASCAL VOC 2007 NUS-WIDE ChestX-ray14 OpenImages-v6 PASCAL VOC 2012 MLRSNet MRNet MIMIC-CXR

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	CFT (ensemble) Macao Polytechnic University	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
2	Hierarchical-Learning-V1 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
3	DeepAUC-v1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
4	Conditional-Training-LSR	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
5	Hierarchical-Learning-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified